Are Adversarial Examples Created Equal? A Learnable Weighted Minimax
Risk for Robustness under Non-uniform Attacks

Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks

24 October 2020

Furong Huang

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Papers citing "Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks"

13 / 13 papers shown

Title
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining Daouda Sow Herbert Woisetschläger Saikiran Bulusu Shiqiang Wang Hans-Arno Jacobsen Yingbin Liang 139 6 0 10 Feb 2025
Improving Adversarial Training using Vulnerability-Aware Perturbation Budget Olukorede Fakorede Modeste Atsague Jin Tian AAML 77 1 0 06 Mar 2024
Outlier Robust Adversarial Training Shu Hu Zhenhuan Yang X. Wang Yiming Ying Siwei Lyu AAML 80 9 0 10 Sep 2023
Doubly Robust Instance-Reweighted Adversarial Training Daouda Sow Sen-Fon Lin Zhangyang Wang Yitao Liang AAML OOD 100 2 0 01 Aug 2023
Sample Attackability in Natural Language Adversarial Attacks Vyas Raina Mark Gales SILM 110 1 0 21 Jun 2023
Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness Yuancheng Xu Yanchao Sun Micah Goldblum Tom Goldstein Furong Huang AAML 92 38 0 06 Feb 2023
Identifying Adversarially Attackable and Robust Samples Vyas Raina Mark Gales AAML 79 3 0 30 Jan 2023
Learning Sample Reweighting for Accuracy and Adversarial Robustness Chester Holtz Tsui-Wei Weng Zhengchao Wan OOD 77 4 0 20 Oct 2022
Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup Huimin Zeng Zhenrui Yue Ziyi Kou Lanyu Shang Yang Zhang Dong Wang SSL 66 6 0 06 Oct 2022
Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang AAML 48 26 0 19 Jul 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework Ching-Yun Ko Jeet Mohapatra Sijia Liu Pin-Yu Chen Lucani E. Daniel Lily Weng SSL 79 14 0 08 Dec 2021
Certified Defense via Latent Space Randomized Smoothing with Orthogonal Encoders Huimin Zeng Jiahao Su Furong Huang AAML 49 4 0 01 Aug 2021
Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making Hongmei He Mengyuan Chen Gang Xu Zhilong Zhu Zhenhuan Zhu 40 7 0 13 Aug 2020